25+

Proprietary models

100+

R&D projects

100+

Commercial projects

1

Open source product

>20

Data Science engineers

Welcome to our Center of Excellence, where we build and scale AI solutions that drive real business results. Quantum prioritizes high-impact use cases, optimizes AI infrastructure, and integrates the latest industry advancements. By streamlining AI adoption, we help organizations modernize technology, improve efficiency, and unlock new opportunities for growth.

We help deliver value from AI investments faster with better data through an end-to-end development and deployment framework. In a rapidly evolving landscape, we reinforce governance and compliance to set industry standards. With expertise spanning cloud, artificial intelligence, sustainability, and change acceleration, our ecosystem allows us to serve as a trusted partner in driving transformation and lasting impact.

Ai development stages

Quantum’s Data Science CoE is Structured Into Four Key Areas of AI Maturity

AI Strategy

Defining business goals, selecting AI-driven use cases, and aligning AI with corporate strategy.

AI Innovation & R&D

Developing cutting-edge AI methodologies, frameworks, and reusable solutions.

AI Governance & Compliance

Establishing best practices for model transparency, ethical AI, and regulatory compliance.

AI Scaling

Creating standardized architectures and processes that allow organizations to expand AI adoption seamlessly.

AI Strategy

How AI Unlocks Business Potential

AI is at the core of Quantum’s strategic vision, driving both technological advancements and internal operational efficiency. Our Center of Excellence (CoE) serves as an innovation engine, embedding AI expertise within teams to enhance productivity, streamline R&D, and ensure Quantum remains agile and competitive.

Fast and Measurable Business Impact

We integrate AI into our core operations to enhance decision-making and automate key processes across the AI development lifecycle. CoE mitigates adoption risks through structured data analysis, solution testing, and strategy optimization. This approach accelerates ROI, ensuring AI delivers tangible business outcomes.

AI-Powered Solutions as a Strategic Lever

Our CoE enables organizations to turn AI into a competitive advantage by providing the infrastructure and expertise to extract value from big data. We streamline data pipelines, enforce high-quality governance, and scale AI models, enabling organizations to apply AI effectively across business functions.

AI-First Innovation as a Competitive Advantage

We track AI market dynamics, develop proprietary tools, and accelerate innovation cycles. The CoE also develops talent and leadership by identifying skill gaps, refining workforce strategies, and cultivating a culture of trust and transparency. By combining technology with human capital, we sustain long-term differentiation in an AI-driven economy.

Delivery management

How We Deliver Impact

Our delivery framework is built on industry best practices, including the CRISP-DM methodology, and is designed to minimize risks, accelerate time-to-value, and maximize ROI — all while maintaining strong AI governance and compliance.

This begins by aligning AI initiatives with core business priorities for maximum impact using collaborative methods. Agile delivery, robust data governance, MLOps, and continuous optimization then ensure solutions are effectively deployed, maintained, and embedded within your teams.

Discover how Quantum Can Help you Optimize Your Business Results

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Core compentencies

Our Competencies and Educational Levels

AI & Machine Learning

50%

Computer vision

30%

NLP & LLM

20%

Predictive analytics

Education & Learning

5%

PhD

56%

Master's degree

39%

Bachelor's degree

Business Domains

46%

Agritech

27%

Dronetech

17%

Fintech

10%

Business Automation

Technologies we use

Our Tools and Technologies

We apply the latest tools and techniques for building scalable and secure large language model-powered applications.

Large Language Model
Computer Vision
Data Analytics
Devops / MLOps

AI Frameworks, Libraries

PyTorch
Huggingface
Langchain
Langgraph
CrewAI

Databases

Postgresql
MySQL
Dynamodb
Couchbase
Redis
Chroma DBR&D

Language Models

GPT
Claude
LlAMA
Mistral AI
GeminiR&D
Amazon NovaR&D

Cloud Platforms

AWS
GCP
Microsoft Azure

Observability, Prompt Management

Langfuse
Langsmith
HeliconeR&D
PromptPerfectR&D

Neural Networks

Transformers

Computer Vision Frameworks

PyTorch
TensorFlow
Caffe
OpenVino
TensorRT
JaxR&D

Deep Neural Networks

UNet
Mask R-CNN
CLIP
ShuffleNet
YOLO
Segment AnythingR&D
Depth AnythingR&D
TAPIRR&D

Tools

Google AutoML
Huggingface
Amazon Rekognition
NVidia DeepStream

Computer Vision Libraries

OpenCV
Pillow
Scikit-Image
Face++

Storage DB

Amazon S3
Google Bucket

Databases

Amazon Redshift
Bigquery
Firebase
ClickHouse
MongoDB
Amazon Athena

Data Mining

Amazon EMR
Dataproc
Apache Spark
Glue Data Lake
Azure ML
Azure Databricks
Elastic Stack

Pipelines

Amazon Sagemaker
Google VertexAI
Apache Kafka
Apache Airflow
PrefectR&D

Data visualization

Amazon QuickSight
Looker Studio
Streamlit
Grafana Stack
Apache Superset
TableauR&D
PowerbiR&D

Clouds/Hypervisors & Servers

AWS
GCP
Azure
Vmware Esxi
Nginx
Apache
Lightpd
IIS

Big Data & Data Science

Apache Hive
Apache Spark
Sqoop
Zookeeper
HDFS
YARN
Apache Airflow
Amazon Sagemaker
Kubeflow
DVC
MLflow
BentoMLR&D

Monitoring & Logging

Grafana
Prometheus
Sensu
Zabbix
Nagios
PRTG
Evidently AI
Deepchecks MLR&D

CI/CD

Jenkins
AWS Codedeploy
Gitlab Pipelines
Bitbucket Pipelines
FluxCD
ArgoCD
Terraform
GitHub Actions

Containerization & Orchestration

Docker
Google Kubernetes
Mesos
OpenShift

Certifications

AWS Consulting Partner

Talents

Quantum's Talent Acquisition Strategy

Quantum’s Talent Acquisition Strategy focuses on two pillars: nurturing academic talent and growing professional expertise. By partnering with leading universities and offering continuous development opportunities, we build a robust pipeline of AI innovators at every stage of their career.

Academic Talents

We cultivate the next generation of AI innovators by developing strong partnerships with leading universities and actively shaping talent acquisition through practical, high-impact activities.

University Curriculum Revision

Courses Materials

Research Lab Building

Student Internships

Hackathons Sponsorship

Industrial PhDs

Recruitment & Talents Development

We attract top-tier professionals and exceptional engineers by showcasing our AI leadership. Through strategic recruitment and brand-building, we are becoming the destination for ambitious talents.